College of Management

Research output

Research output per year 1979 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023

• 59334 Citations
• 109 h-index
• 2034 Article
• 400 Conference contribution
• 64 Paper
• 45 Review article
• 83 More
  • 41 Chapter
  • 24 Conference article
  • 13 Comment/debate
  • 4 Editorial
  • 1 Letter

Research output per year

Research output per year

Search results

• 2023

  Application of Artificial Neural Network (ANN) in the Estimation of Financial Ratios: A Model

  Ateeq, K., Gaytan, J. C. T., Rafiuddin, A. & Shen, C. W., 2023, International Conference on Cyber Security, Privacy and Networking, ICSPN 2022. Nedjah, N., Martínez Pérez, G. & Gupta, B. B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 374-383 10 p. (Lecture Notes in Networks and Systems; vol. 599 LNNS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Artificial intelligence 100%
  • Neural networks 69%
  • Predictive analytics 50%
  • Support vector regression 44%
  • Finance 44%

• Research Development on Assistive Technology: A Network and Concept-Linking Analysis

  Shen, C. W., Koziel, A. M. & Yeh, T. H., 2023, Research and Innovation Forum 2022 - Rupture, Resilience and Recovery in the Post-Covid World. Visvizi, A., Troisi, O. & Grimaldi, M. (eds.). Springer Science and Business Media B.V., p. 107-118 12 p. (Springer Proceedings in Complexity).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Assistive Technology 100%
  • Research and Development 68%
  • Linking 52%
  • Concepts 25%
  • Electric network analysis 24%

• The 3rd International Workshop on Deep Learning for the Web of Things

  Shi, C., Chang, C. C., Al-Masri, E., Chen, A. C. H., Wang, H., Zhang, Q., Tseng, H. T., Shankar, K. & Kim, T., 30 Apr 2023, ACM Web Conference 2023 - Companion of the World Wide Web Conference, WWW 2023. Association for Computing Machinery, Inc, p. 1257 1 p. (ACM Web Conference 2023 - Companion of the World Wide Web Conference, WWW 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Deep learning 100%
  • Internet of things 93%
  • World Wide Web 55%
  • Object detection 28%
  • Reinforcement learning 27%

• Using Multithreaded Load Balancer to Improve Connection Performance in Container Environment

  Tsai, P. W., Wei, H. Y. & Hsu, Y. C., 2023, Proceedings of The 2023 International Conference on Artificial Life and Robotics, ICAROB 2023. Jia, Y., Ito, T. & Lee, J-J. (eds.). ALife Robotics Corporation Ltd, p. 121-125 5 p. (Proceedings of International Conference on Artificial Life and Robotics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Container 100%
  • Containers 76%
  • Performance 49%
  • User Experience 40%
  • Virtual Machine 39%
• 2022

  Analyzing Federated Learning with Enhanced Privacy Preservation

  Tseng, S. P., Yeh, L. Y., Wu, L. C. & Tsai, P. Y., 2022, Proceedings - 2022 23rd IEEE International Conference on Mobile Data Management, MDM 2022. Institute of Electrical and Electronics Engineers Inc., p. 446-451 6 p. (Proceedings - IEEE International Conference on Mobile Data Management; vol. 2022-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Data privacy 100%
  • Machine learning 53%
  • Artificial intelligence 42%
  • Learning algorithms 40%
  • Industrial management 38%

• Android Malware Classifier Combining Permissions and API Features to Face Model Drifting

  Chang, W. T., Chen, Y. M. & Yang, H. H., 2022, New Trends in Computer Technologies and Applications - 25th International Computer Symposium, ICS 2022, Proceedings. Hsieh, S-Y., Hung, L-J., Peng, S-L., Klasing, R. & Lee, C-W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 434-446 13 p. (Communications in Computer and Information Science; vol. 1723 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Malware 100%
  • Classifier 65%
  • Application programming interfaces (API) 55%
  • Classifiers 41%
  • Model 19%

• A Novel Deep Learning Based Attention Mechanism for Android Malware Detection and Explanation

  Jeng, T. H., Chang, Y. C., Yang, H. H., Chen, L. K. & Chen, Y. M., 29 Jul 2022, Proceedings of the 10th International Conference on Computer and Communications Management, ICCCM 2022. Association for Computing Machinery, p. 226-232 7 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Malware 100%
  • Deep learning 81%
  • Convolutional neural networks 41%
  • Mobile computing 19%

• Application of Hyperledger Blockchain to Reduce Information Asymmetries in the Used Car Market

  Shen, C. W., Koziel, A. M. & Wen, C., 2022, Intelligent Information and Database Systems - 14th Asian Conference, ACIIDS 2022, Proceedings. Nguyen, N. T., Trawiński, B., Nguyen, N. T., Tran, T. K., Tukayev, U., Hong, T-P. & Szczerbicki, E. (eds.). Springer Science and Business Media Deutschland GmbH, p. 495-508 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13758 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Information Asymmetry 100%
  • Blockchain 56%
  • Market 48%
  • Transparency 17%
  • Integrity 15%

• Automatic Speaker Localization in Conference Based on Yolox-Tiny and TDOA

  Hsieh, C. C., Lu, M. J., Zheng, Y. Z. & Tseng, H. T., 2022, Proceedings - 2022 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2022. Institute of Electrical and Electronics Engineers Inc., p. 161-162 2 p. (Proceedings - 2022 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Time difference of arrival 100%
  • cameras 62%
  • Cameras 56%
  • Acoustic waves 42%
  • Congresses 39%

• Capacity Planning of the Semiconductors Manufacturing Supply Chain: A Decision Method and Application

  Leu, J. D. & Liu, F. P., 2022, IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2022. IEEE Computer Society, p. 832-836 5 p. (IEEE International Conference on Industrial Engineering and Engineering Management; vol. 2022-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Capacity Planning 100%
  • Semiconductor Manufacturing 98%
  • Supply chains 77%
  • Semiconductor materials 69%
  • Production Capacity 53%

• Decentralized Federated Learning with Enhanced Privacy Preservation

  Tseng, S. P., Lin, J. Y., Cheng, W. C., Yeh, L. Y. & Shen, C. Y., 2022, ICMEW 2022 - IEEE International Conference on Multimedia and Expo Workshops 2022, Proceedings. Institute of Electrical and Electronics Engineers Inc., (ICMEW 2022 - IEEE International Conference on Multimedia and Expo Workshops 2022, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Blockchain 100%
  • Servers 30%
  • Neural networks 25%

• Design, Development, and Operation of a SDN-Based BGP Playground for Networkers

  Tsai, P. W., Risdianto, A. C. & Ling, T. C., 2022, APNOMS 2022 - 23rd Asia-Pacific Network Operations and Management Symposium: Data-Driven Intelligent Management in the Era of beyond 5G. Institute of Electrical and Electronics Engineers Inc., (APNOMS 2022 - 23rd Asia-Pacific Network Operations and Management Symposium: Data-Driven Intelligent Management in the Era of beyond 5G).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Software defined networking 100%
  • Design and Development 99%
  • Educational Research 60%
  • Tutorial 59%
  • World Wide Web 58%
  1 Scopus citations

• Detecting Android Malware by Combining System Call Sequence Relationships with Local Feature Calculation

  Hung, C. H., Chen, Y. M. & Wu, C. C., 2022, New Trends in Computer Technologies and Applications - 25th International Computer Symposium, ICS 2022, Proceedings. Hsieh, S-Y., Hung, L-J., Peng, S-L., Klasing, R. & Lee, C-W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 362-373 12 p. (Communications in Computer and Information Science; vol. 1723 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Malware 100%
  • Local Features 88%
  • TF-IDF 46%
  • Relationships 35%
  • Dynamic analysis 26%

• Enhancing Classification Performance for Android Small Sample Malicious Families Using Hybrid RGB Image Augmentation Method

  Ting, Y. H., Chen, Y. M. & Chen, L. K., 2022, 2022 9th International Conference on Soft Computing and Machine Intelligence, ISCMI 2022. Institute of Electrical and Electronics Engineers Inc., p. 21-25 5 p. (2022 9th International Conference on Soft Computing and Machine Intelligence, ISCMI 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Malware 100%
  • Augmentation 69%
  • Small Sample 56%
  • Performance 34%
  • Family 27%

• Overlapping Batch Confidence Regions on the Steady-State Quantile Vector

  Pasupathy, R., Singham, D. I. & Yeh, Y., 2022, Proceedings of the 2022 Winter Simulation Conference, WSC 2022. Feng, B., Pedrielli, G., Peng, Y., Shashaani, S., Song, E., Corlu, C. G., Lee, L. H., Chew, E. P., Roeder, T. & Lendermann, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 25-36 12 p. (Proceedings - Winter Simulation Conference; vol. 2022-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Confidence Region 100%
  • Batch 97%
  • Normal distribution 96%
  • Overlapping 92%
  • Quantile 86%

• Predicting Infection Area of Dengue Fever for Next Week Through Multiple Factors

  Zheng, C. H., Hsu, P. Y., Cheng, M. S., Xu, N. & Chen, Y. C., 2022, Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence - 35th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2022, Proceedings. Fujita, H., Fournier-Viger, P., Ali, M. & Wang, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 77-88 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13343 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Infection 100%
  • Disinfection 98%
  • Random forests 72%
  • Random Forest 59%
  • Global warming 38%

• Prediction of Personality Traits Through Instagram Photo HSV

  Wu, C. C., Hsu, P. Y., Xu, N., Cheng, M. S. & Chen, Y. Y., 2022, Human-Computer Interaction. Technological Innovation - Thematic Area, HCI 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Proceedings. Kurosu, M. (ed.). Springer Science and Business Media Deutschland GmbH, p. 279-287 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13303 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Personality 100%
  • Prediction 60%
  • Classifiers 53%
  • Questionnaire 47%
  • Social Networking 37%
  1 Scopus citations

• Recommendation Model for Tourism by Personality Type Using Mass Diffusion Method

  Xu, N., Chen, Y. H., Hsu, P. Y., Cheng, M. S. & Li, C. Y., 2022, Human Interface and the Management of Information: Applications in Complex Technological Environments - Thematic Area, HIMI 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Proceedings. Yamamoto, S. & Mori, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 80-95 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13306 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Recommendation System 100%
  • Tourism 91%
  • Personality 74%
  • Recommendations 60%
  • Recommender systems 56%
  1 Scopus citations

• Sentiment Analysis using BERT, LSTM, and Cognitive Dictionary

  Tseng, H. T., Zheng, Y. Z. & Hsieh, C. C., 2022, Proceedings - 2022 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2022. Institute of Electrical and Electronics Engineers Inc., p. 163-164 2 p. (Proceedings - 2022 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • dictionaries 100%
  • sentences 96%
  • Sentiment analysis 77%
  • Glossaries 67%
  • Epidemics 60%
  1 Scopus citations
• 2021

  A Hybrid Evaluation of AI Chatbots in Taiwan Agriculture Services

  Wang, E. T. G., Chen, A. P. S. & Liu, C. W., 2021, Proceedings - 2021 International Conference on Technologies and Applications of Artificial Intelligence, TAAI 2021. Institute of Electrical and Electronics Engineers Inc., p. 112-118 7 p. (Proceedings - 2021 International Conference on Technologies and Applications of Artificial Intelligence, TAAI 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Agriculture 100%
  • Artificial Intelligence 93%
  • Artificial intelligence 79%
  • Taiwan 70%
  • Customer satisfaction 55%

• An Implementation and Design of a Digital Light Switch of Smart-Home Based on MQTT Broker

  Tsao, Y. C., Wu, C. C., Kuo, Y. W., Tsai, Y. T., Hsu, C., Wang, R., Chou, P., Ho, L., Li, C. & Ko, C., 23 Jul 2021, 4th IEEE International Conference on Knowledge Innovation and Invention 2021, ICKII 2021. Meen, T-H. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 92-96 5 p. (4th IEEE International Conference on Knowledge Innovation and Invention 2021, ICKII 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Smart Home 100%
  • Telemetry 76%
  • Switch 49%
  • Telemetering 48%
  • Queue 44%
  1 Scopus citations

• Development of an Electricity Loop Current Monitor System Based on MQTT Broker

  Tsao, Y. C., Kuo, Y. W., Wu, C. C., Tsai, Y. T. & Hsu, C. C., 2021, 2021 IEEE International Conference on Electronic Communications, Internet of Things and Big Data, ICEIB 2021. Meen, T-H. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 101-104 4 p. (2021 IEEE International Conference on Electronic Communications, Internet of Things and Big Data, ICEIB 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Telemetering 100%
  • Broker 97%
  • Queue 87%
  • Electricity 78%
  • Prototyping 59%
  1 Scopus citations

• Elder Action Recognition Based on Convolutional Neural Network and Long Short-Term Memory

  Tseng, H. T., Hsieh, C. C. & Hsu, T. Y., 2021, 2021 IEEE International Conference on Consumer Electronics-Taiwan, ICCE-TW 2021. Institute of Electrical and Electronics Engineers Inc., (2021 IEEE International Conference on Consumer Electronics-Taiwan, ICCE-TW 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Action Recognition 100%
  • Memory Term 64%
  • Long short-term memory 57%
  • Neural Networks 46%
  • Convolutional neural networks 44%
  1 Scopus citations

• Exploration of Social Media Opinions on Innovation for Sustainable Development Goals by Topic Modeling and Sentiment Analysis

  Shen, C. W., Luong, T. H. & Pham, T., 2021, Research and Innovation Forum 2020 - Disruptive Technologies in Times of Change. Visvizi, A., Lytras, M. D. & Aljohani, N. R. (eds.). Springer Science and Business Media B.V., p. 459-471 13 p. (Springer Proceedings in Complexity).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Sentiment Analysis 100%
  • Social Media 93%
  • Sustainable Development 90%
  • Sentiment analysis 57%
  • Innovation 54%
  2 Scopus citations

• PIDS: An essential personal information detection system for small business enterprise

  Chiu, C. C., Tsai, P. W. & Yang, C. S., 7 Oct 2021, International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2021. Institute of Electrical and Electronics Engineers Inc., (International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Data Protection 100%
  • Personal Information 87%
  • Business Enterprise 80%
  • Small Business 65%
  • Data Mining 55%

• SPENT⁺: A Category- And Region-aware Successive POI Recommendation Model

  Lai, H. C., Lu, Y. S., Wang, M. F., Chen, Y. C., Shih, W. Y. & Huang, J. L., 8 Sep 2021, 2021 22nd Asia-Pacific Network Operations and Management Symposium, APNOMS 2021. Institute of Electrical and Electronics Engineers Inc., p. 230-233 4 p. (2021 22nd Asia-Pacific Network Operations and Management Symposium, APNOMS 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Experiment 100%
  • Experiments 71%
  1 Scopus citations

• Stylized Dialogue Generation

  Ke, S. W. & Chen, W. L., 2021, 2021 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2021. Institute of Electrical and Electronics Engineers Inc., p. 1456-1460 5 p. (2021 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Dialogue 100%
  • Dialogue Systems 95%
  • Style 70%
  • Query 35%
  • Text 33%

• Using Cloud Data Analysis to Supervise and Manage the Driving Behavior of Drivers

  Tseng, H. T., Kao, Y. C., Hu, H. A. & Chen, W. Y., 4 Jul 2021, Proceedings of 2021 8th International Conference on Management of e-Commerce and e-Government, ICMECG 2021. Association for Computing Machinery, p. 94-99 6 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Accidents 100%
  • Fatigue of materials 57%
  • Watches 52%
  • Bluetooth 43%
  • Collision avoidance 41%

• Using Generative Adversarial Networks for Data Augmentation in Android Malware Detection

  Chen, Y. M., Yang, C. H. & Chen, G. C., 30 Jan 2021, 2021 IEEE Conference on Dependable and Secure Computing, DSC 2021. Institute of Electrical and Electronics Engineers Inc., 9346277. (2021 IEEE Conference on Dependable and Secure Computing, DSC 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Data Augmentation 100%
  • Malware 70%
  • Classifiers 22%
  • Classifier 19%
  • Imbalance 15%
  10 Scopus citations

• Using Machine Learning to Predict Salaries of Major League Baseball Players

  Lee, C. Y., Hsu, P. Y., Cheng, M. S., Leu, J. D., Xu, N. & Kan, B. L., 2021, Advances and Trends in Artificial Intelligence. From Theory to Practice - 34th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2021, Proceedings. Fujita, H., Selamat, A., Lin, J. C-W. & Ali, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 28-33 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12799 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Baseball 100%
  • Wages 92%
  • Machine Learning 74%
  • Predict 63%
  • Machine learning 50%
• 2020

  Active Aging AI Community Care Ecosystem Design

  Tseng, H. T., Huang, H. H. & Hsieh, C. C., 2020, Human Aspects of IT for the Aged Population. Healthy and Active Aging - 6th International Conference, ITAP 2020, Held as Part of the 22nd HCI International Conference, HCII 2020, Proceedings. Gao, Q. & Zhou, J. (eds.). Springer, p. 196-208 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12208 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Ecosystem 100%
  • Ecosystems 83%
  • Community 79%
  • Aging of materials 62%
  • Design 48%
  1 Scopus citations

• An Algorithm based on Efficient Influence Maximization applied to Social Network

  Wang, Y. H., Hui, L., Chen, Y. C. & Chaung, M. S., Dec 2020, Proceedings - 2020 International Computer Symposium, ICS 2020. Institute of Electrical and Electronics Engineers Inc., p. 576-581 6 p. 9358994. (Proceedings - 2020 International Computer Symposium, ICS 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Social Networks 100%
  • Influence 63%
  • Scalability 53%
  • Node 31%
  • Diffusion Model 27%

• Android malware detection system integrating block feature extraction and multi-head attention mechanism

  Chen, Y. M., He, A. C., Chen, G. C. & Liu, Y. C., Dec 2020, Proceedings - 2020 International Computer Symposium, ICS 2020. Institute of Electrical and Electronics Engineers Inc., p. 408-413 6 p. 9359096. (Proceedings - 2020 International Computer Symposium, ICS 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Malware 100%
  • Feature Extraction 91%
  • Feature extraction 45%
  • Deep Learning 34%
  • Deep learning 26%
  2 Scopus citations

• An intelligent disease query system based on RASA NLU

  Tseng, H. T., Hsieh, C. C. & Lin, Y. W., Nov 2020, Proceedings - 2020 International Symposium on Computer, Consumer and Control, IS3C 2020. Institute of Electrical and Electronics Engineers Inc., p. 458-459 2 p. 9394147. (Proceedings - 2020 International Symposium on Computer, Consumer and Control, IS3C 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Disease control 100%
  • Query 65%
  • Taiwan 46%
  • Semantics 45%
  • Customers 45%

• Combining Static Permissions and Dynamic Packet Analysis to Improve Android Malware Detection

  Shyong, Y. C., Jeng, T. H. & Chen, Y. M., Jun 2020, 2020 2nd International Conference on Computer Communication and the Internet, ICCCI 2020. Institute of Electrical and Electronics Engineers Inc., p. 75-81 7 p. 9145994. (2020 2nd International Conference on Computer Communication and the Internet, ICCCI 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Malware 100%
  • Machine Learning 25%
  • Mobile Devices 17%
  • Data Collection 16%
  • Network Traffic 15%
  12 Scopus citations

• Comparing the effects of robots and IoT objects on STEM learning outcomes and computational thinking skills between programming-experienced learners and programming-novice learners

  Hu, C. C., Tseng, H. T., Chen, M. H., Alexis, G. P. I. & Chen, N. S., Jul 2020, Proceedings - IEEE 20th International Conference on Advanced Learning Technologies, ICALT 2020. Chang, M., Sampson, D. G., Huang, R., Hooshyar, D., Chen, N-S., Kinshuk, K. & Pedaste, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 87-89 3 p. 9155698. (Proceedings - IEEE 20th International Conference on Advanced Learning Technologies, ICALT 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • STEM (science, technology, engineering and mathematics) 100%
  • robot 63%
  • Internet of things 50%
  • programming 46%
  • mathematics 40%
  5 Scopus citations

• Constructing an Integrated Classifiers for Identifying Authenticity and Sentiment Analysis- A Case of Hotel Reviews

  Peng, Y. C., Cheng, M. S. & Hsu, P. Y., Dec 2020, Proceedings - 2020 International Computer Symposium, ICS 2020. Institute of Electrical and Electronics Engineers Inc., p. 319-324 6 p. 9359095. (Proceedings - 2020 International Computer Symposium, ICS 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Sentiment Analysis 100%
  • Hotels 62%
  • Classifier 61%
  • Sentiment analysis 57%
  • Judgment 49%

• Deep Reinforcement Learning for Collision Avoidance of Autonomous Vehicle

  Tseng, H. T., Hsieh, C. C., Lin, W. T. & Lin, J. T., 28 Sep 2020, 2020 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2020. Institute of Electrical and Electronics Engineers Inc., 9258199. (2020 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • collision avoidance 100%
  • learning 64%
  • Autonomous vehicles 62%
  • reinforcement 62%
  • Collision avoidance 59%
  4 Scopus citations

• Devising a Cross-Domain Model to Detect Fake Review Comments

  Wei, C. S., Hsu, P. Y., Huang, C. W., Cheng, M. S. & Prassida, G. F., 2020, Advances in Computational Collective Intelligence - 12th International Conference, ICCCI 2020, Proceedings. Hernes, M., Wojtkiewicz, K. & Szczerbicki, E. (eds.). Springer Science and Business Media Deutschland GmbH, p. 714-725 12 p. (Communications in Computer and Information Science; vol. 1287).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Domain Model 100%
  • Review 49%
  • Classification Algorithm 24%
  • Text 16%
  • Consumer Behaviour 14%

• Dynamic Android Malware Analysis with De-Identification of Personal Identifiable Information

  Hu, C. C., Jeng, T. H. & Chen, Y. M., 5 Aug 2020, ICCBD 2020 - 2020 3rd International Conference on Computing and Big Data: Workshop 2020 2nd International Conference on Computer, Software Engineering and Applications, CSEA 2020. Association for Computing Machinery, p. 30-36 7 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Malware 100%
  • Smartphones 60%
  • Dynamic analysis 11%
  • Experiments 4%
  3 Scopus citations

• Exploring Chinese Dynamic Sentiment/Emotion Analysis with Text Mining—Taiwanese Popular Movie Reviews Comment as a Case

  Li, H. H., Cheng, M. S., Hsu, P. Y., Ko, Y. H. & Luo, Z. C., 2020, Mining Intelligence and Knowledge Exploration - 7th International Conference, MIKE 2019, Proceedings. B.R., P., Thenkanidiyoor, V., Prasath, R. & Vanga, O. (eds.). Springer Science and Business Media Deutschland GmbH, p. 84-93 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11987 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Emotion 100%
  • Sentiment analysis 80%
  • Text 67%
  • Review 52%
  • Entertainment 31%
  1 Scopus citations

• Integrating Cellphone-based Hardware Wallet with Visional Certificate Verification System

  Yeh, L. Y., Hsu, W. H., Huang, J. L., Shen, C. Y. & Wu-Lee, C., Dec 2020, 2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9348020. (2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings; vol. 2020-January).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Certificate 100%
  • Hardware 98%
  • hardware 77%
  • Blockchain 70%
  • privacy 57%

• Key Factors for Suppliers of Gaming Notebook Keyboards with AHP

  Lei, H. T., Hsu, P. Y. & Cheng, M. S., Dec 2020, Proceedings - 2020 International Computer Symposium, ICS 2020. Institute of Electrical and Electronics Engineers Inc., p. 316-318 3 p. 9359003. (Proceedings - 2020 International Computer Symposium, ICS 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Gaming 100%
  • Suppliers 33%
  • Expert Opinion 21%
  • Costs 21%
  • Operations research 21%

• Maintenance method of logistics vehicle based on data science and quality

  Peng, Y. P., Cheng, S. C., Huang, Y. T. & Der Leu, J., 2020, Database Systems for Advanced Applications. DASFAA 2020 International Workshops - BDMS, SeCoP, BDQM, GDMA, and AIDE, Proceedings. Nah, Y., Kim, C., Kim, S. H., Moon, Y-S. & Whang, S. E. (eds.). Springer Science and Business Media Deutschland GmbH, p. 131-145 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12115 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Data Science 100%
  • Maintenance 85%
  • Logistics 75%
  • Decision Support 56%
  • Data Quality 55%
  2 Scopus citations

• No more fear of every snake: Applying chatbot-based learning system for snake knowledge promotion improvement: A regional snake knowledge learning system

  Tseng, H. T., Huang, L. K. & Hsieh, C. C., Jul 2020, Proceedings - IEEE 20th International Conference on Advanced Learning Technologies, ICALT 2020. Chang, M., Sampson, D. G., Huang, R., Hooshyar, D., Chen, N-S., Kinshuk, K. & Pedaste, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 72-76 5 p. 9155861. (Proceedings - IEEE 20th International Conference on Advanced Learning Technologies, ICALT 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Knowledge acquisition 100%
  • Learning systems 86%
  • promotion 62%
  • anxiety 53%
  • knowledge acquisition 46%
  4 Scopus citations

• Relative importance of determinants towards users' privacy disclosure on social network sites by privacy invasion experience based on construal level theory

  Huang, L. T. & Leu, J. D., 14 Dec 2020, 2020 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2020. IEEE Computer Society, p. 465-469 5 p. 9309833. (IEEE International Conference on Industrial Engineering and Engineering Management; vol. 2020-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Construal Level Theory 100%
  • Disclosure 77%
  • Social Networks 75%
  • Privacy 63%
  • Relative Importance 61%
  1 Scopus citations

• Risk-Efficient Sequential Simulation Estimators

  Pasupathy, R. & Yeh, Y., 14 Dec 2020, Proceedings of the 2020 Winter Simulation Conference, WSC 2020. Bae, K-H., Feng, B., Kim, S., Lazarova-Molnar, S., Zheng, Z., Roeder, T. & Thiesing, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2879-2886 8 p. 9384008. (Proceedings - Winter Simulation Conference; vol. 2020-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Autocovariance Function 100%
  • Sequential Procedure 58%
  • Simulation 45%
  • Estimator 42%
  • Batch Means 36%
  1 Scopus citations

• Study on IoT and Big Data Analysis of Furnace Process Exhaust Gas Leakage

  Zhou, Y. W., Chang, K. C., Pan, J. S., Chu, K. C., Horng, D. J., Lin, Y. C. & Jing, H., 2020, Advances in Intelligent Information Hiding and Multimedia Signal Processing - Proceedings of the 15th International Conference on IIH-MSP in conjunction with the 12th International Conference on FITAT 2019. Pan, J-S., Li, J., Tsai, P-W., Jain, L. C., Jain, L. C., Jain, L. C. & Jain, L. C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 41-49 9 p. (Smart Innovation, Systems and Technologies; vol. 156).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Leakage (fluid) 100%
  • Leakage 99%
  • Exhaust gases 89%
  • Big Data 85%
  • Big data 78%
  2 Scopus citations

• The Relationship Between Sentiments of Social Media and Economic Indicators

  Huang, P. H., Hsu, P. Y., Cheng, M. S., Huang, C. W. & Xu, N., 2020, Mining Intelligence and Knowledge Exploration - 7th International Conference, MIKE 2019, Proceedings. B.R., P., Thenkanidiyoor, V., Prasath, R. & Vanga, O. (eds.). Springer Science and Business Media Deutschland GmbH, p. 62-71 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11987 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Social Media 100%
  • Gross 62%
  • Economics 49%
  • Taiwan 42%
  • Relationships 33%
• 2019

  A Collaborative DDoS Defense Platform Based on Blockchain Technology

  Yeh, L. Y., Huang, J. L., Yen, T. Y. & Hu, J. W., Aug 2019, Proceedings - 2019 12th International Conference on Ubi-Media Computing, Ubi-Media 2019. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. 9049590. (Proceedings - 2019 12th International Conference on Ubi-Media Computing, Ubi-Media 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Blockchain 100%
  • Cryptography 70%
  • Attack 64%
  • Confidentiality 53%
  • Consortium 45%
  5 Scopus citations